{"title":"人体测量指标评价中的ROC曲线分析","authors":"G. Bauce, M. Moya-Sifontes","doi":"10.37910/rdp.2022.11.1.e333","DOIUrl":null,"url":null,"abstract":"Evaluation of the Waist Weight-Circumference Index (WWCI) using Logistic Regression. Descriptive, prospective and cross-sectional study shows 1095 adults and older adults, aged between 20 and 96 years. Methods: variables: age, weight, size, Waist Circumference (WC), BMI, Waist-Size Index (WSI). Results: Similar BMI in both sexes; higher WC and WSI averages in a ≥ age of 65; major WWCI in group 20-59 years; WWCI risk rate (54.1%) higher in WC (44.7%) WSI (78.2%). WWSI significantly associated with BMI, WC and WSI (p<0.000); positive predictive value 0.92 and negative predictive value 0.70, indicate discriminatory capacity; Relative Risk, 1.92; Wald test statistic indicates statistical significance for the coefficients of risk probability equations; area under the ROC curve is 0.803 and 0.903 (P<0.000), high sensitivity and specificity. Conclusion: WWCI can be considered to evaluate overweight and obesity in adults, given its high discriminatory capacity.","PeriodicalId":375439,"journal":{"name":"Revista Digital de Postgrado","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Análisis de la curva ROC en la evaluación de indicadores antropométricos\",\"authors\":\"G. Bauce, M. Moya-Sifontes\",\"doi\":\"10.37910/rdp.2022.11.1.e333\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Evaluation of the Waist Weight-Circumference Index (WWCI) using Logistic Regression. Descriptive, prospective and cross-sectional study shows 1095 adults and older adults, aged between 20 and 96 years. Methods: variables: age, weight, size, Waist Circumference (WC), BMI, Waist-Size Index (WSI). Results: Similar BMI in both sexes; higher WC and WSI averages in a ≥ age of 65; major WWCI in group 20-59 years; WWCI risk rate (54.1%) higher in WC (44.7%) WSI (78.2%). WWSI significantly associated with BMI, WC and WSI (p<0.000); positive predictive value 0.92 and negative predictive value 0.70, indicate discriminatory capacity; Relative Risk, 1.92; Wald test statistic indicates statistical significance for the coefficients of risk probability equations; area under the ROC curve is 0.803 and 0.903 (P<0.000), high sensitivity and specificity. Conclusion: WWCI can be considered to evaluate overweight and obesity in adults, given its high discriminatory capacity.\",\"PeriodicalId\":375439,\"journal\":{\"name\":\"Revista Digital de Postgrado\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista Digital de Postgrado\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.37910/rdp.2022.11.1.e333\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista Digital de Postgrado","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37910/rdp.2022.11.1.e333","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Análisis de la curva ROC en la evaluación de indicadores antropométricos
Evaluation of the Waist Weight-Circumference Index (WWCI) using Logistic Regression. Descriptive, prospective and cross-sectional study shows 1095 adults and older adults, aged between 20 and 96 years. Methods: variables: age, weight, size, Waist Circumference (WC), BMI, Waist-Size Index (WSI). Results: Similar BMI in both sexes; higher WC and WSI averages in a ≥ age of 65; major WWCI in group 20-59 years; WWCI risk rate (54.1%) higher in WC (44.7%) WSI (78.2%). WWSI significantly associated with BMI, WC and WSI (p<0.000); positive predictive value 0.92 and negative predictive value 0.70, indicate discriminatory capacity; Relative Risk, 1.92; Wald test statistic indicates statistical significance for the coefficients of risk probability equations; area under the ROC curve is 0.803 and 0.903 (P<0.000), high sensitivity and specificity. Conclusion: WWCI can be considered to evaluate overweight and obesity in adults, given its high discriminatory capacity.